I've found great difference in how I feel based on the source of caffeine.

From best to worst, for me: Yerba mate > healthi-ish energy drinks > white/green/black tea > coffee.

Coffee almost always results in significant anxiety (at same caffeine dose), jitteriness, and acid reflux. Yerba mate is by far the best for me.